Mixture of Experts

How a trillion-parameter model runs only a fraction of itself per token. Swap one big feed-forward net for many small experts plus a gate that routes each token to its top-k. Turn k to trade compute for capacity, and watch one greedy expert force a load-balancing loss.

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